diff --git a/Schrick-Noah_Learning-Practice-6.ipynb b/Schrick-Noah_Learning-Practice-6.ipynb index f3778b5..538c01e 100644 --- a/Schrick-Noah_Learning-Practice-6.ipynb +++ b/Schrick-Noah_Learning-Practice-6.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 139, + "execution_count": 190, "metadata": {}, "outputs": [], "source": [ @@ -19,15 +19,12 @@ "import pandas as pd\n", "from sklearn.linear_model import LogisticRegression, LogisticRegressionCV\n", "from sklearn.linear_model import LinearRegression, Lasso, Ridge, LassoCV, BayesianRidge\n", - "from dmba import backward_elimination, forward_selection, stepwise_selection\n", - "from dmba import regressionSummary, exhaustive_search\n", + "from dmba import stepwise_selection\n", + "from dmba import regressionSummary\n", "from sklearn.model_selection import train_test_split\n", "import statsmodels.api as sm\n", - "from mord import LogisticIT\n", "from pandas.plotting import scatter_matrix\n", - "import matplotlib.pylab as plt\n", "import seaborn as sns\n", - "from dmba import classificationSummary, gainsChart, liftChart\n", "from dmba.metric import AIC_score" ] }, @@ -53,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 191, "metadata": {}, "outputs": [ { diff --git a/Schrick-Noah_Learning-Practice-6.odt b/Schrick-Noah_Learning-Practice-6.odt new file mode 100644 index 0000000..0cf967f Binary files /dev/null and b/Schrick-Noah_Learning-Practice-6.odt differ diff --git a/Schrick-Noah_Learning-Practice-6.pdf b/Schrick-Noah_Learning-Practice-6.pdf new file mode 100644 index 0000000..b393e06 Binary files /dev/null and b/Schrick-Noah_Learning-Practice-6.pdf differ diff --git a/img/10-3_1.png b/img/10-3_1.png new file mode 100644 index 0000000..69dae10 Binary files /dev/null and b/img/10-3_1.png differ diff --git a/img/10-3_2.png b/img/10-3_2.png new file mode 100644 index 0000000..ba50d60 Binary files /dev/null and b/img/10-3_2.png differ diff --git a/img/10-3_3.png b/img/10-3_3.png new file mode 100644 index 0000000..4137387 Binary files /dev/null and b/img/10-3_3.png differ diff --git a/img/10-3_4.png b/img/10-3_4.png new file mode 100644 index 0000000..678ccfd Binary files /dev/null and b/img/10-3_4.png differ diff --git a/img/10-3_f.png b/img/10-3_f.png new file mode 100644 index 0000000..e0ccc86 Binary files /dev/null and b/img/10-3_f.png differ diff --git a/img/10-3_g.png b/img/10-3_g.png new file mode 100644 index 0000000..02be62d Binary files /dev/null and b/img/10-3_g.png differ diff --git a/img/10-4_b.png b/img/10-4_b.png new file mode 100644 index 0000000..2a8de69 Binary files /dev/null and b/img/10-4_b.png differ diff --git a/img/10-4_c.png b/img/10-4_c.png new file mode 100644 index 0000000..2b1dcd6 Binary files /dev/null and b/img/10-4_c.png differ diff --git a/img/10-4_d.png b/img/10-4_d.png new file mode 100644 index 0000000..294e0a9 Binary files /dev/null and b/img/10-4_d.png differ diff --git a/img/10-4_e1.png b/img/10-4_e1.png new file mode 100644 index 0000000..2ed0892 Binary files /dev/null and b/img/10-4_e1.png differ diff --git a/img/10-4_e2.png b/img/10-4_e2.png new file mode 100644 index 0000000..6278c55 Binary files /dev/null and b/img/10-4_e2.png differ diff --git a/img/10-4_f3.png b/img/10-4_f3.png new file mode 100644 index 0000000..2ae72ec Binary files /dev/null and b/img/10-4_f3.png differ diff --git a/img/10-4_i.png b/img/10-4_i.png new file mode 100644 index 0000000..e71389e Binary files /dev/null and b/img/10-4_i.png differ